What is the next state for a two-player board game?
If your opponent has fixed knowledge (it doesn't learn), then the next state after your agent did an action is the state when your turn is back. So the actions of other players are considered as an environment reaction to your actions.

But if your opponent can learn, you may create a Multi-agent Reinforcement Learning